Virginia Tech Transportation Institute, 3500 Transportation Research Plaza, Blacksburg, VA 24061, USA.
Department of Statistics, Virginia Tech, Blacksburg, VA 24061, USA.
Int J Epidemiol. 2017 Feb 1;46(1):258-265. doi: 10.1093/ije/dyw234.
BACKGROUND: Driver distraction is a major contributing factor to crashes, which are the leading cause of death for the US population under 35 years of age. The prevalence of secondary-task engagement and its impacts on distraction and crashes may vary substantially by driver age. METHODS: Driving performance and behaviour data were collected continuously using multiple cameras and sensors in situ for 3542 participant drivers recruited for up to 3 years for the Second Strategic Highway Research Program Naturalistic Driving Study. Secondary-task engagement at the onset of crashes and during normal driving segments was identified from videos. A case-cohort approach was used to estimate the crash odds ratios associated with, and the prevalence of, secondary tasks for four age groups: 16-20, 21-29, 30-64 and 65-98 years of age. Only severe crashes (property damage and higher severity) were included in the analysis. RESULTS: Secondary-task-induced distraction posed a consistently higher threat for drivers younger than 30 and above 65 when compared with middle-aged drivers, although senior drivers engaged in secondary tasks much less frequently than their younger counterparts. Secondary tasks with high visual-manual demand (e.g. visual-manual tasks performed on cell phones) affected drivers of all ages. Certain secondary tasks, such as operation of in-vehicle devices and talking/singing, increased the risk for only certain age groups. CONCLUSIONS: Teenaged, young adult drivers and senior drivers are more adversely impacted by secondary-task engagement than middle-aged drivers. Visual-manual distractions impact drivers of all ages, whereas cognitive distraction may have a larger impact on young drivers.
背景:驾驶员分神是导致撞车的一个主要因素,而撞车是美国 35 岁以下人群死亡的主要原因。次要任务参与的普遍性及其对分心和撞车的影响可能因驾驶员年龄的不同而有很大差异。
方法:使用多个摄像机和传感器在现场连续收集了 3542 名参与者驾驶员的驾驶性能和行为数据,这些驾驶员的招募时间最长可达 3 年,用于第二战略公路研究计划自然驾驶研究。从视频中确定了撞车事故发生时和正常驾驶时段的次要任务参与情况。采用病例-队列方法,估计与四个年龄组(16-20 岁、21-29 岁、30-64 岁和 65-98 岁)相关的次要任务的撞车几率比和次要任务的流行率。仅包括严重撞车事故(财产损失和更高严重程度)进行了分析。
结果:与中年驾驶员相比,年龄在 30 岁以下和 65 岁以上的驾驶员因次要任务引起的分心而面临更高的威胁,尽管老年驾驶员参与次要任务的频率远低于年轻驾驶员。视觉-手动需求高的次要任务(例如在手机上执行的视觉-手动任务)会影响所有年龄段的驾驶员。某些次要任务,例如操作车内设备和交谈/唱歌,仅增加了某些年龄组的风险。
结论:青少年、年轻成年驾驶员和老年驾驶员比中年驾驶员更容易受到次要任务参与的不利影响。视觉-手动干扰会影响所有年龄段的驾驶员,而认知干扰可能对年轻驾驶员的影响更大。
Int J Epidemiol. 2017-2-1
Accid Anal Prev. 2020-5-29
Accid Anal Prev. 2018-7-19
J Gerontol A Biol Sci Med Sci. 2019-3-14
Healthcare (Basel). 2022-3-3
Sensors (Basel). 2021-3-4